Overview

Dataset info

Number of variables36
Number of observations1615
Missing cells4271 (7.3%)
Duplicate rows0 (0.0%)
Total size in memory546.8 KiB
Average record size in memory346.7 B

Variables types

Numeric25
Categorical2
Boolean5
Date0
URL0
Text (Unique)0
Rejected4
Unsupported0

Warnings

ActBal_CA has 94 (5.8%) zeros Zeros
ActBal_CC has 1461 (90.5%) zeros Zeros
ActBal_CL has 1481 (91.7%) zeros Zeros
ActBal_MF has 1420 (87.9%) zeros Zeros
ActBal_OVD has 1495 (92.6%) zeros Zeros
ActBal_SA has 1205 (74.6%) zeros Zeros
Count_CL has 1480 (91.6%) zeros Zeros
Count_MF has 1309 (81.1%) zeros Zeros
Count_SA has 1189 (73.6%) zeros Zeros
Revenue_CC has 727 (45.0%) zeros Zeros
Revenue_CC has 646 (40.0%) missing values Missing
Revenue_CL has 679 (42.0%) zeros Zeros
Revenue_CL has 646 (40.0%) missing values Missing
Revenue_MF has 776 (48.0%) zeros Zeros
Revenue_MF has 646 (40.0%) missing values Missing
Sale_CC has 646 (40.0%) missing values Missing
Sale_CL has 646 (40.0%) missing values Missing
Sale_MF has 646 (40.0%) missing values Missing
Tenure has 19 (1.2%) zeros Zeros
TransactionsCred has 28 (1.7%) missing values Missing
TransactionsCred_CA is highly correlated with TransactionsCred (ρ = 0.9476623987) Rejected
TransactionsDeb has 66 (4.1%) zeros Zeros
TransactionsDeb has 28 (1.7%) missing values Missing
TransactionsDeb_CA is highly correlated with TransactionsDeb (ρ = 0.9181282979) Rejected
TransactionsDeb_PaymentOrder has 435 (26.9%) zeros Zeros
TransactionsDeb_PaymentOrder has 28 (1.7%) missing values Missing
TransactionsDebCash_Card has 631 (39.1%) zeros Zeros
TransactionsDebCash_Card has 28 (1.7%) missing values Missing
TransactionsDebCashless_Card has 705 (43.7%) zeros Zeros
TransactionsDebCashless_Card has 28 (1.7%) missing values Missing
VolumeCred has 28 (1.7%) missing values Missing
VolumeCred_CA is highly correlated with VolumeCred (ρ = 0.9370903339) Rejected
VolumeDeb has 66 (4.1%) zeros Zeros
VolumeDeb has 28 (1.7%) missing values Missing
VolumeDeb_CA is highly correlated with VolumeDeb (ρ = 0.9449943814) Rejected
VolumeDeb_PaymentOrder has 435 (26.9%) zeros Zeros
VolumeDeb_PaymentOrder has 28 (1.7%) missing values Missing
VolumeDebCash_Card is highly skewed (γ1 = 20.44105623) Skewed
VolumeDebCash_Card has 631 (39.1%) zeros Zeros
VolumeDebCash_Card has 28 (1.7%) missing values Missing
VolumeDebCashless_Card has 705 (43.7%) zeros Zeros
VolumeDebCashless_Card has 28 (1.7%) missing values Missing

Variables

ActBal_CA
Numeric

Distinct count1514
Unique (%)93.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean2438.601941
Minimum0
Maximum171575.8896
Zeros (%)5.8%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q161.56214286
Median462.2217857
Q32174.864286
95-th percentile10632.11825
Maximum171575.8896
Range171575.8896
Interquartile range2113.302143

Descriptive statistics

Standard deviation7072.77735
Coef of variation2.900341065
Kurtosis221.4121637
Mean2438.601941
MAD2998.572185
Skewness11.52805078
Sum3938342.134
Variance50024179.44
Memory size25.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 1.78571429e-04 1.71428571e-02 8.07142857e-01 7.25339286e+00 ... 4.03163018e+03 7.46258696e+03 1.66008586e+04 3.66350439e+04 1.71575890e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 94 5.8%
 
28.57142857 3 0.2%
 
7.142857143 2 0.1%
 
0.3882142857 2 0.1%
 
35.71428571 2 0.1%
 
178.5714286 2 0.1%
 
142.8571429 2 0.1%
 
0.0003571428571 2 0.1%
 
15.485 1 0.1%
 
6.552142857 1 0.1%
 
Other values (1504) 1504 93.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 94 5.8%
 
0.0003571428571 2 0.1%
 
0.001428571429 1 0.1%
 
0.002142857143 1 0.1%
 
0.01035714286 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
171575.8896 1 0.1%
 
74934.95607 1 0.1%
 
60226.14179 1 0.1%
 
55934.02036 1 0.1%
 
55383.79786 1 0.1%
 

ActBal_CC
Numeric

Distinct count121
Unique (%)7.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean36.97846528
Minimum-15.47928571
Maximum3522.233571
Zeros (%)90.5%
Mini histogram

Quantile statistics

Minimum-15.47928571
5-th percentile0
Q10
Median0
Q30
95-th percentile213.5798929
Maximum3522.233571
Range3537.712857
Interquartile range0

Descriptive statistics

Standard deviation190.8695924
Coef of variation5.161641809
Kurtosis99.62910469
Mean36.97846528
MAD69.35548206
Skewness8.255315915
Sum59720.22143
Variance36431.20132
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-1.54792857e+01 -7.14285714e-01 2.32142857e-01 1.83928571e+00 4.76785714e+00 6.48071071e+02 1.21296732e+03 3.52223357e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1461 90.5%
 
0.7142857143 11 0.7%
 
2.357142857 11 0.7%
 
1.178571429 7 0.4%
 
1.428571429 6 0.4%
 
0.4642857143 3 0.2%
 
1.785714286 2 0.1%
 
642.2321429 1 0.1%
 
-15.47928571 1 0.1%
 
1400.918571 1 0.1%
 
Other values (111) 111 6.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-15.47928571 1 0.1%
 
-8.283214286 1 0.1%
 
-7.738214286 1 0.1%
 
-4.464285714 1 0.1%
 
-1.428571429 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3522.233571 1 0.1%
 
2382.946071 1 0.1%
 
1767.785357 1 0.1%
 
1529.058929 1 0.1%
 
1400.918571 1 0.1%
 

ActBal_CL
Numeric

Distinct count135
Unique (%)8.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean354.2301347
Minimum0
Maximum20749.29464
Zeros (%)91.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile2198.358179
Maximum20749.29464
Range20749.29464
Interquartile range0

Descriptive statistics

Standard deviation1678.743095
Coef of variation4.739131234
Kurtosis49.45970124
Mean354.2301347
MAD651.4716171
Skewness6.484250485
Sum572081.6675
Variance2818178.38
Memory size25.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 31.90160714 4386.81053571 10397.75964286 20749.29464286], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1481 91.7%
 
229.3585714 1 0.1%
 
117.6539286 1 0.1%
 
1621.421786 1 0.1%
 
2953.8125 1 0.1%
 
1038.696786 1 0.1%
 
360.3546429 1 0.1%
 
7570.783929 1 0.1%
 
930.3571429 1 0.1%
 
9115.112857 1 0.1%
 
Other values (125) 125 7.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1481 91.7%
 
63.80321429 1 0.1%
 
117.6539286 1 0.1%
 
120.6760714 1 0.1%
 
194.8039286 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
20749.29464 1 0.1%
 
17300.48964 1 0.1%
 
17062.32429 1 0.1%
 
14708.57143 1 0.1%
 
14516.52429 1 0.1%
 

ActBal_MF
Numeric

Distinct count190
Unique (%)11.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3887.532659
Minimum0
Maximum761235.5043
Zeros (%)87.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile10443.76093
Maximum761235.5043
Range761235.5043
Interquartile range0

Descriptive statistics

Standard deviation34868.01017
Coef of variation8.969187715
Kurtosis311.2991156
Mean3887.532659
MAD7047.35106
Skewness16.60253721
Sum6278365.245
Variance1215778133
Memory size25.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 8.86428571e+00 5.90602143e+02 4.74492857e+03 1.53424380e+04 3.91142175e+04 8.83263586e+04 7.61235504e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1420 87.9%
 
308.8821429 3 0.2%
 
14285.71429 3 0.2%
 
169.6746429 2 0.1%
 
23214.28571 2 0.1%
 
2331.336786 1 0.1%
 
31884.50929 1 0.1%
 
3020.640714 1 0.1%
 
5907.593929 1 0.1%
 
62103.26857 1 0.1%
 
Other values (180) 180 11.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1420 87.9%
 
17.72857143 1 0.1%
 
107.2517857 1 0.1%
 
113.2167857 1 0.1%
 
125.1257143 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
761235.5043 1 0.1%
 
714285.7143 1 0.1%
 
579084.1079 1 0.1%
 
446183.4232 1 0.1%
 
314723.165 1 0.1%
 

ActBal_OVD
Numeric

Distinct count121
Unique (%)7.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean32.80650575
Minimum0
Maximum2055.325357
Zeros (%)92.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile199.057
Maximum2055.325357
Range2055.325357
Interquartile range0

Descriptive statistics

Standard deviation157.9264288
Coef of variation4.813875333
Kurtosis55.8318783
Mean32.80650575
MAD60.88611402
Skewness6.744763711
Sum52982.50679
Variance24940.75691
Memory size25.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 3.47321429e-01 3.52536786e+02 7.98730893e+02 2.05532536e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1495 92.6%
 
901.6160714 1 0.1%
 
104.0114286 1 0.1%
 
246.5178571 1 0.1%
 
676.7528571 1 0.1%
 
531.6296429 1 0.1%
 
31.5575 1 0.1%
 
40.25714286 1 0.1%
 
874.18 1 0.1%
 
248.4846429 1 0.1%
 
Other values (111) 111 6.9%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1495 92.6%
 
0.6946428571 1 0.1%
 
8.445 1 0.1%
 
8.868928571 1 0.1%
 
12.34 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2055.325357 1 0.1%
 
1776.065357 1 0.1%
 
1670.280714 1 0.1%
 
1568.879643 1 0.1%
 
1459.457143 1 0.1%
 

ActBal_SA
Numeric

Distinct count411
Unique (%)25.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean4009.812781
Minimum0
Maximum389883.8307
Zeros (%)74.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30.01
95-th percentile20632.69264
Maximum389883.8307
Range389883.8307
Interquartile range0.01

Descriptive statistics

Standard deviation17909.06155
Coef of variation4.466308659
Kurtosis166.5740119
Mean4009.812781
MAD6615.894227
Skewness10.5017382
Sum6475847.641
Variance320734485.4
Memory size25.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 3.57142857e-04 1.19642857e-02 4.64285714e-01 1.03455357e+01 ... 1.28324680e+04 2.92036377e+04 5.80073511e+04 1.23775178e+05 3.89883831e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1205 74.6%
 
2457.837143 1 0.1%
 
6841.314643 1 0.1%
 
1460.8 1 0.1%
 
5352.294286 1 0.1%
 
16144.00214 1 0.1%
 
5069.315714 1 0.1%
 
5384.086429 1 0.1%
 
3930.255 1 0.1%
 
35768.38857 1 0.1%
 
Other values (401) 401 24.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1205 74.6%
 
0.0007142857143 1 0.1%
 
0.001428571429 1 0.1%
 
0.001785714286 1 0.1%
 
0.007142857143 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
389883.8307 1 0.1%
 
219368.6464 1 0.1%
 
191591.1896 1 0.1%
 
173499.8629 1 0.1%
 
128617.5911 1 0.1%
 

Age
Numeric

Distinct count92
Unique (%)5.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean43.86811146
Minimum2
Maximum97
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2
5-th percentile19
Q130
Median41
Q357
95-th percentile73
Maximum97
Range95
Interquartile range27

Descriptive statistics

Standard deviation17.40844181
Coef of variation0.3968359072
Kurtosis-0.5763249766
Mean43.86811146
MAD14.40894555
Skewness0.3286580173
Sum70847
Variance303.0538462
Memory size25.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 2. 15.5 20.5 40.5 41.5 51.5 73.5 83.5 97. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
41 77 4.8%
 
40 41 2.5%
 
39 41 2.5%
 
26 37 2.3%
 
37 37 2.3%
 
27 37 2.3%
 
32 36 2.2%
 
29 34 2.1%
 
38 34 2.1%
 
34 33 2.0%
 
Other values (82) 1208 74.8%
 

Minimum 5 values

ValueCountFrequency (%) 
2 1 0.1%
 
3 1 0.1%
 
4 3 0.2%
 
5 2 0.1%
 
6 3 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
97 1 0.1%
 
94 1 0.1%
 
93 1 0.1%
 
92 1 0.1%
 
90 1 0.1%
 

Client
Numeric

Distinct count1615
Unique (%)100.0%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean808
Minimum1
Maximum1615
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile81.7
Q1404.5
Median808
Q31211.5
95-th percentile1534.3
Maximum1615
Range1614
Interquartile range807

Descriptive statistics

Standard deviation466.3546576
Coef of variation0.5771716059
Kurtosis-1.2
Mean808
MAD403.7498452
Skewness0
Sum1304920
Variance217486.6667
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[1.000e+00 1.615e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1615 1 0.1%
 
1084 1 0.1%
 
1064 1 0.1%
 
1066 1 0.1%
 
1068 1 0.1%
 
1070 1 0.1%
 
1072 1 0.1%
 
1074 1 0.1%
 
1076 1 0.1%
 
1078 1 0.1%
 
Other values (1605) 1605 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
1 1 0.1%
 
2 1 0.1%
 
3 1 0.1%
 
4 1 0.1%
 
5 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1615 1 0.1%
 
1614 1 0.1%
 
1613 1 0.1%
 
1612 1 0.1%
 
1611 1 0.1%
 

Count_CA
Categorical

Distinct count4
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
1
1515
2
 
77
3
 
19
ValueCountFrequency (%) 
1 1515 93.8%
 
2 77 4.8%
 
3 19 1.2%
 
4 4 0.2%
 
Max length1
Mean length1
Min length1
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsFalse

Count_CC
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1445
1
 
170
ValueCountFrequency (%) 
0 1445 89.5%
 
1 170 10.5%
 

Count_CL
Numeric

Distinct count5
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.09907120743
Minimum0
Maximum5
Zeros (%)91.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile1
Maximum5
Range5
Interquartile range0

Descriptive statistics

Standard deviation0.3608373564
Coef of variation3.642202066
Kurtosis34.28049764
Mean0.09907120743
MAD0.1815794266
Skewness4.832215521
Sum160
Variance0.1302035978
Memory size25.2 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1480 91.6%
 
1 115 7.1%
 
2 17 1.1%
 
3 2 0.1%
 
5 1 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1480 91.6%
 
1 115 7.1%
 
2 17 1.1%
 
3 2 0.1%
 
5 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 1 0.1%
 
3 2 0.1%
 
2 17 1.1%
 
1 115 7.1%
 
0 1480 91.6%
 

Count_MF
Numeric

Distinct count30
Unique (%)1.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.8860681115
Minimum0
Maximum79
Zeros (%)81.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile4
Maximum79
Range79
Interquartile range0

Descriptive statistics

Standard deviation3.871786274
Coef of variation4.369626019
Kurtosis169.3170164
Mean0.8860681115
MAD1.436363044
Skewness11.03108251
Sum1431
Variance14.99072895
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=30)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 4.5 7.5 11.5 30. 79. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1309 81.1%
 
1 102 6.3%
 
2 53 3.3%
 
3 42 2.6%
 
4 31 1.9%
 
6 14 0.9%
 
5 14 0.9%
 
7 10 0.6%
 
11 6 0.4%
 
8 5 0.3%
 
Other values (20) 29 1.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1309 81.1%
 
1 102 6.3%
 
2 53 3.3%
 
3 42 2.6%
 
4 31 1.9%
 

Maximum 5 values

ValueCountFrequency (%) 
79 1 0.1%
 
64 1 0.1%
 
45 1 0.1%
 
35 1 0.1%
 
32 1 0.1%
 

Count_OVD
Boolean

Distinct count2
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
0
1196
1
419
ValueCountFrequency (%) 
0 1196 74.1%
 
1 419 25.9%
 

Count_SA
Numeric

Distinct count5
Unique (%)0.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.3077399381
Minimum0
Maximum5
Zeros (%)73.6%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q31
95-th percentile1
Maximum5
Range5
Interquartile range1

Descriptive statistics

Standard deviation0.5676388905
Coef of variation1.844540862
Kurtosis6.141804467
Mean0.3077399381
MAD0.4531303856
Skewness2.115775757
Sum497
Variance0.32221391
Memory size25.2 KiB
Histogram
Histogram with fixed size bins (bins=5)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1189 73.6%
 
1 369 22.8%
 
2 45 2.8%
 
3 11 0.7%
 
5 1 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
0 1189 73.6%
 
1 369 22.8%
 
2 45 2.8%
 
3 11 0.7%
 
5 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
5 1 0.1%
 
3 11 0.7%
 
2 45 2.8%
 
1 369 22.8%
 
0 1189 73.6%
 

Revenue_CC
Numeric

Distinct count158
Unique (%)9.8%
Missing (%)40.0%
Missing (n)646
Infinite (%)0.0%
Infinite (n)0
Mean2.712826552
Minimum0
Maximum407.9625
Zeros (%)45.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile8.042857143
Maximum407.9625
Range407.9625
Interquartile range0

Descriptive statistics

Standard deviation17.69343299
Coef of variation6.52213942
Kurtosis324.786475
Mean2.712826552
MAD4.27291162
Skewness16.38928874
Sum2628.728929
Variance313.0575711
Memory size25.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 727 45.0%
 
0.2142857143 13 0.8%
 
0.8939285714 8 0.5%
 
3.392857143 6 0.4%
 
4.286785714 6 0.4%
 
1.786785714 5 0.3%
 
1.964285714 5 0.3%
 
2.857142857 5 0.3%
 
1.785714286 5 0.3%
 
3.607142857 4 0.2%
 
Other values (147) 185 11.5%
 
(Missing) 646 40.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 727 45.0%
 
0.07142857143 1 0.1%
 
0.2142857143 13 0.8%
 
0.3214285714 1 0.1%
 
0.4285714286 2 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
407.9625 1 0.1%
 
213.2928571 1 0.1%
 
203.7907143 1 0.1%
 
110.47 1 0.1%
 
102.1464286 1 0.1%
 

Revenue_CL
Numeric

Distinct count268
Unique (%)16.6%
Missing (%)40.0%
Missing (n)646
Infinite (%)0.0%
Infinite (n)0
Mean3.604220109
Minimum0
Maximum133.2753571
Zeros (%)42.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q34.642857143
95-th percentile17.42364286
Maximum133.2753571
Range133.2753571
Interquartile range4.642857143

Descriptive statistics

Standard deviation7.743618499
Coef of variation2.14848657
Kurtosis82.68048061
Mean3.604220109
MAD5.115013769
Skewness6.108645444
Sum3492.489286
Variance59.96362745
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 679 42.0%
 
2.107142857 7 0.4%
 
4.214285714 4 0.2%
 
4.25 3 0.2%
 
3.892857143 3 0.2%
 
1.071428571 3 0.2%
 
11.71428571 2 0.1%
 
8.321428571 2 0.1%
 
9.821428571 2 0.1%
 
17.21428571 2 0.1%
 
Other values (257) 262 16.2%
 
(Missing) 646 40.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 679 42.0%
 
1.071428571 3 0.2%
 
1.75 1 0.1%
 
1.785714286 1 0.1%
 
2.107142857 7 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
133.2753571 1 0.1%
 
46.39285714 1 0.1%
 
36.05071429 1 0.1%
 
32.13285714 1 0.1%
 
31.80142857 1 0.1%
 

Revenue_MF
Numeric

Distinct count194
Unique (%)12.0%
Missing (%)40.0%
Missing (n)646
Infinite (%)0.0%
Infinite (n)0
Mean1.92501548
Minimum0
Maximum220.4882143
Zeros (%)48.0%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median0
Q30
95-th percentile9.058142857
Maximum220.4882143
Range220.4882143
Interquartile range0

Descriptive statistics

Standard deviation9.943601382
Coef of variation5.165465673
Kurtosis253.4448067
Mean1.92501548
MAD3.240066995
Skewness13.31824683
Sum1865.34
Variance98.87520844
Memory size25.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 776 48.0%
 
4.910714286 2 0.1%
 
3.066428571 1 0.1%
 
10.36303571 1 0.1%
 
83.03803571 1 0.1%
 
26.97267857 1 0.1%
 
2.088571429 1 0.1%
 
0.99125 1 0.1%
 
0.3964285714 1 0.1%
 
6.188392857 1 0.1%
 
Other values (183) 183 11.3%
 
(Missing) 646 40.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0 776 48.0%
 
0.004821428571 1 0.1%
 
0.01767857143 1 0.1%
 
0.05982142857 1 0.1%
 
0.06714285714 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
220.4882143 1 0.1%
 
83.03803571 1 0.1%
 
73.04178571 1 0.1%
 
65.70410714 1 0.1%
 
56.13982143 1 0.1%
 

Sale_CC
Boolean

Distinct count3
Unique (%)0.2%
Missing (%)40.0%
Missing (n)646
0
727
1
242
(Missing)
646
ValueCountFrequency (%) 
0 727 45.0%
 
1 242 15.0%
 
(Missing) 646 40.0%
 

Sale_CL
Boolean

Distinct count3
Unique (%)0.2%
Missing (%)40.0%
Missing (n)646
0
679
1
290
(Missing)
646
ValueCountFrequency (%) 
0 679 42.0%
 
1 290 18.0%
 
(Missing) 646 40.0%
 

Sale_MF
Boolean

Distinct count3
Unique (%)0.2%
Missing (%)40.0%
Missing (n)646
0
776
1
193
(Missing)
646
ValueCountFrequency (%) 
0 776 48.0%
 
1 193 12.0%
 
(Missing) 646 40.0%
 

Sex
Categorical

Distinct count3
Unique (%)0.2%
Missing (%)0.2%
Missing (n)3
M
856
F
756
(Missing)
 
3
ValueCountFrequency (%) 
M 856 53.0%
 
F 756 46.8%
 
(Missing) 3 0.2%
 
Max length3
Mean length1.00371517
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Tenure
Numeric

Distinct count248
Unique (%)15.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean101.3399381
Minimum0
Maximum273
Zeros (%)1.2%
Mini histogram

Quantile statistics

Minimum0
5-th percentile8
Q144
Median97
Q3151
95-th percentile205
Maximum273
Range273
Interquartile range107

Descriptive statistics

Standard deviation64.91729737
Coef of variation0.6405894715
Kurtosis-0.9853661042
Mean101.3399381
MAD56.68006019
Skewness0.1903179728
Sum163664
Variance4214.255498
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 39.5 104.5 148.5 ... 180.5 181.5 183.5 239.5 273. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
150 70 4.3%
 
151 63 3.9%
 
152 49 3.0%
 
181 36 2.2%
 
149 32 2.0%
 
0 19 1.2%
 
20 18 1.1%
 
33 16 1.0%
 
8 16 1.0%
 
176 14 0.9%
 
Other values (238) 1282 79.4%
 

Minimum 5 values

ValueCountFrequency (%) 
0 19 1.2%
 
1 7 0.4%
 
2 9 0.6%
 
3 10 0.6%
 
4 8 0.5%
 

Maximum 5 values

ValueCountFrequency (%) 
273 1 0.1%
 
271 1 0.1%
 
268 1 0.1%
 
267 1 0.1%
 
266 1 0.1%
 

TransactionsCred
Numeric

Distinct count46
Unique (%)2.8%
Missing (%)1.7%
Missing (n)28
Infinite (%)0.0%
Infinite (n)0
Mean5.541902962
Minimum0
Maximum63
Zeros (%)0.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q12
Median3
Q36
95-th percentile19
Maximum63
Range63
Interquartile range4

Descriptive statistics

Standard deviation6.355383349
Coef of variation1.146787194
Kurtosis14.38254685
Mean5.541902962
MAD3.960430705
Skewness3.275596398
Sum8795
Variance40.39089751
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=46)
ValueCountFrequency (%) 
2 357 22.1%
 
3 287 17.8%
 
4 196 12.1%
 
1 154 9.5%
 
5 128 7.9%
 
6 94 5.8%
 
7 60 3.7%
 
8 46 2.8%
 
9 36 2.2%
 
10 25 1.5%
 
Other values (35) 204 12.6%
 
(Missing) 28 1.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 14 0.9%
 
1 154 9.5%
 
2 357 22.1%
 
3 287 17.8%
 
4 196 12.1%
 

Maximum 5 values

ValueCountFrequency (%) 
63 1 0.1%
 
56 1 0.1%
 
44 1 0.1%
 
43 1 0.1%
 
42 1 0.1%
 

TransactionsCred_CA
Highly correlated

This variable is highly correlated with TransactionsCred and should be ignored for analysis

Correlation0.9476623987

TransactionsDeb
Numeric

Distinct count87
Unique (%)5.4%
Missing (%)1.7%
Missing (n)28
Infinite (%)0.0%
Infinite (n)0
Mean16.00693132
Minimum0
Maximum102
Zeros (%)4.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile1
Q14
Median11
Q322
95-th percentile48.7
Maximum102
Range102
Interquartile range18

Descriptive statistics

Standard deviation16.24355384
Coef of variation1.014782504
Kurtosis4.057159552
Mean16.00693132
MAD12.05426971
Skewness1.812296258
Sum25403
Variance263.8530415
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1 107 6.6%
 
3 86 5.3%
 
2 83 5.1%
 
6 74 4.6%
 
4 70 4.3%
 
5 67 4.1%
 
0 66 4.1%
 
7 63 3.9%
 
9 55 3.4%
 
8 52 3.2%
 
Other values (76) 864 53.5%
 

Minimum 5 values

ValueCountFrequency (%) 
0 66 4.1%
 
1 107 6.6%
 
2 83 5.1%
 
3 86 5.3%
 
4 70 4.3%
 

Maximum 5 values

ValueCountFrequency (%) 
102 1 0.1%
 
99 1 0.1%
 
96 2 0.1%
 
95 1 0.1%
 
92 1 0.1%
 

TransactionsDeb_CA
Highly correlated

This variable is highly correlated with TransactionsDeb and should be ignored for analysis

Correlation0.9181282979

TransactionsDeb_PaymentOrder
Numeric

Distinct count31
Unique (%)1.9%
Missing (%)1.7%
Missing (n)28
Infinite (%)0.0%
Infinite (n)0
Mean4.601134216
Minimum0
Maximum34
Zeros (%)26.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median3
Q37
95-th percentile15
Maximum34
Range34
Interquartile range7

Descriptive statistics

Standard deviation5.211450554
Coef of variation1.132644759
Kurtosis2.975661179
Mean4.601134216
MAD4.047753308
Skewness1.562845522
Sum7302
Variance27.15921687
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=31)
ValueCountFrequency (%) 
0 435 26.9%
 
1 165 10.2%
 
2 138 8.5%
 
3 122 7.6%
 
5 108 6.7%
 
4 103 6.4%
 
6 78 4.8%
 
8 63 3.9%
 
7 60 3.7%
 
10 52 3.2%
 
Other values (20) 263 16.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0 435 26.9%
 
1 165 10.2%
 
2 138 8.5%
 
3 122 7.6%
 
4 103 6.4%
 

Maximum 5 values

ValueCountFrequency (%) 
34 1 0.1%
 
33 1 0.1%
 
31 2 0.1%
 
26 1 0.1%
 
25 2 0.1%
 

TransactionsDebCash_Card
Numeric

Distinct count20
Unique (%)1.2%
Missing (%)1.7%
Missing (n)28
Infinite (%)0.0%
Infinite (n)0
Mean1.988657845
Minimum0
Maximum25
Zeros (%)39.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q33
95-th percentile7
Maximum25
Range25
Interquartile range3

Descriptive statistics

Standard deviation2.710704091
Coef of variation1.36308219
Kurtosis8.509104068
Mean1.988657845
MAD1.941481055
Skewness2.347325346
Sum3156
Variance7.347916672
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%) 
0 631 39.1%
 
1 289 17.9%
 
2 202 12.5%
 
3 139 8.6%
 
4 111 6.9%
 
6 62 3.8%
 
5 50 3.1%
 
7 35 2.2%
 
8 19 1.2%
 
12 14 0.9%
 
Other values (9) 35 2.2%
 
(Missing) 28 1.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 631 39.1%
 
1 289 17.9%
 
2 202 12.5%
 
3 139 8.6%
 
4 111 6.9%
 

Maximum 5 values

ValueCountFrequency (%) 
25 1 0.1%
 
21 1 0.1%
 
17 1 0.1%
 
16 3 0.2%
 
15 1 0.1%
 

TransactionsDebCashless_Card
Numeric

Distinct count48
Unique (%)3.0%
Missing (%)1.7%
Missing (n)28
Infinite (%)0.0%
Infinite (n)0
Mean5.240075614
Minimum0
Maximum60
Zeros (%)43.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median1
Q37
95-th percentile24
Maximum60
Range60
Interquartile range7

Descriptive statistics

Standard deviation8.386153663
Coef of variation1.60038791
Kurtosis6.251432452
Mean5.240075614
MAD6.017243125
Skewness2.313214341
Sum8316
Variance70.32757326
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=48)
ValueCountFrequency (%) 
0 705 43.7%
 
1 125 7.7%
 
2 98 6.1%
 
3 67 4.1%
 
4 60 3.7%
 
6 57 3.5%
 
9 47 2.9%
 
7 47 2.9%
 
8 43 2.7%
 
5 35 2.2%
 
Other values (37) 303 18.8%
 

Minimum 5 values

ValueCountFrequency (%) 
0 705 43.7%
 
1 125 7.7%
 
2 98 6.1%
 
3 67 4.1%
 
4 60 3.7%
 

Maximum 5 values

ValueCountFrequency (%) 
60 1 0.1%
 
59 1 0.1%
 
48 1 0.1%
 
47 2 0.1%
 
46 1 0.1%
 

VolumeCred
Numeric

Distinct count1491
Unique (%)92.3%
Missing (%)1.7%
Missing (n)28
Infinite (%)0.0%
Infinite (n)0
Mean1823.559572
Minimum0
Maximum107703.8043
Zeros (%)0.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.004392857143
Q1252.9233929
Median655.8675
Q31426.027143
95-th percentile6020.479429
Maximum107703.8043
Range107703.8043
Interquartile range1173.10375

Descriptive statistics

Standard deviation5864.792552
Coef of variation3.216123368
Kurtosis162.4684986
Mean1823.559572
MAD2010.502365
Skewness11.15636918
Sum2893989.04
Variance34395791.68
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.0003571428571 25 1.5%
 
0 14 0.9%
 
0.001071428571 9 0.6%
 
0.0007142857143 7 0.4%
 
0.007142857143 6 0.4%
 
0.001785714286 5 0.3%
 
0.001428571429 4 0.2%
 
107.1432143 4 0.2%
 
0.003571428571 3 0.2%
 
0.015 3 0.2%
 
Other values (1480) 1507 93.3%
 
(Missing) 28 1.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 14 0.9%
 
0.0003571428571 25 1.5%
 
0.0007142857143 7 0.4%
 
0.001071428571 9 0.6%
 
0.001428571429 4 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
107703.8043 1 0.1%
 
98717.675 1 0.1%
 
90124.60964 1 0.1%
 
68371.54214 1 0.1%
 
46756.54071 1 0.1%
 

VolumeCred_CA
Highly correlated

This variable is highly correlated with VolumeCred and should be ignored for analysis

Correlation0.9370903339

VolumeDeb
Numeric

Distinct count1440
Unique (%)89.2%
Missing (%)1.7%
Missing (n)28
Infinite (%)0.0%
Infinite (n)0
Mean1697.218658
Minimum0
Maximum119906.5039
Zeros (%)4.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.8928571429
Q1226.2142857
Median654.6153571
Q31418.208214
95-th percentile5683.105357
Maximum119906.5039
Range119906.5039
Interquartile range1191.993929

Descriptive statistics

Standard deviation5183.787844
Coef of variation3.05428403
Kurtosis206.7394905
Mean1697.218658
MAD1823.530152
Skewness11.85742261
Sum2693486.011
Variance26871656.41
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 66 4.1%
 
1.964285714 35 2.2%
 
3.392857143 14 0.9%
 
0.8928571429 14 0.9%
 
0.8939285714 9 0.6%
 
14.28571429 3 0.2%
 
67.85714286 2 0.1%
 
1.428571429 2 0.1%
 
17.85714286 2 0.1%
 
42.42857143 2 0.1%
 
Other values (1429) 1438 89.0%
 
(Missing) 28 1.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 66 4.1%
 
0.005 1 0.1%
 
0.008928571429 1 0.1%
 
0.02857142857 1 0.1%
 
0.2889285714 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
119906.5039 1 0.1%
 
64608.36143 1 0.1%
 
59500.9325 1 0.1%
 
44782.18607 1 0.1%
 
44078.18393 1 0.1%
 

VolumeDeb_CA
Highly correlated

This variable is highly correlated with VolumeDeb and should be ignored for analysis

Correlation0.9449943814

VolumeDeb_PaymentOrder
Numeric

Distinct count1067
Unique (%)66.1%
Missing (%)1.7%
Missing (n)28
Infinite (%)0.0%
Infinite (n)0
Mean715.9749307
Minimum0
Maximum72278.78214
Zeros (%)26.9%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median175.4285714
Q3507.6071429
95-th percentile2184.289286
Maximum72278.78214
Range72278.78214
Interquartile range507.6071429

Descriptive statistics

Standard deviation3215.10676
Coef of variation4.490529797
Kurtosis258.8354204
Mean715.9749307
MAD891.7020924
Skewness14.20671552
Sum1136252.215
Variance10336911.48
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 435 26.9%
 
35.71428571 11 0.7%
 
17.85714286 10 0.6%
 
71.42857143 7 0.4%
 
10.71428571 7 0.4%
 
357.1428571 5 0.3%
 
107.1428571 5 0.3%
 
53.57142857 4 0.2%
 
132.1428571 4 0.2%
 
21.42857143 4 0.2%
 
Other values (1056) 1095 67.8%
 
(Missing) 28 1.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 435 26.9%
 
0.005 1 0.1%
 
0.03571428571 1 0.1%
 
0.7142857143 1 0.1%
 
1.071428571 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
72278.78214 1 0.1%
 
61955.10393 1 0.1%
 
35714.28571 1 0.1%
 
30069.69643 1 0.1%
 
27129.21429 1 0.1%
 

VolumeDebCash_Card
Numeric

Distinct count262
Unique (%)16.2%
Missing (%)1.7%
Missing (n)28
Infinite (%)0.0%
Infinite (n)0
Mean257.9373373
Minimum0
Maximum23571.42857
Zeros (%)39.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median71.42857143
Q3353.3705357
95-th percentile864.6428571
Maximum23571.42857
Range23571.42857
Interquartile range353.3705357

Descriptive statistics

Standard deviation757.7342295
Coef of variation2.937667875
Kurtosis584.0632562
Mean257.9373373
MAD285.1520556
Skewness20.44105623
Sum409346.5543
Variance574161.1626
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 631 39.1%
 
178.5714286 59 3.7%
 
357.1428571 48 3.0%
 
71.42857143 29 1.8%
 
535.7142857 27 1.7%
 
35.71428571 26 1.6%
 
107.1428571 26 1.6%
 
285.7142857 25 1.5%
 
53.57142857 24 1.5%
 
214.2857143 22 1.4%
 
Other values (251) 670 41.5%
 
(Missing) 28 1.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 631 39.1%
 
3.571428571 2 0.1%
 
7.142857143 5 0.3%
 
10.71428571 7 0.4%
 
14.28571429 10 0.6%
 

Maximum 5 values

ValueCountFrequency (%) 
23571.42857 1 0.1%
 
9714.285714 1 0.1%
 
6428.571429 1 0.1%
 
4513.758929 1 0.1%
 
3535.714286 1 0.1%
 

VolumeDebCashless_Card
Numeric

Distinct count875
Unique (%)54.2%
Missing (%)1.7%
Missing (n)28
Infinite (%)0.0%
Infinite (n)0
Mean150.8504013
Minimum0
Maximum3637.616786
Zeros (%)43.7%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
Median20.13928571
Q3175.8925
95-th percentile672.8055714
Maximum3637.616786
Range3637.616786
Interquartile range175.8925

Descriptive statistics

Standard deviation311.9387964
Coef of variation2.067868523
Kurtosis39.22545615
Mean150.8504013
MAD181.735107
Skewness5.036899022
Sum239399.5868
Variance97305.81269
Memory size105.2 KiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0 705 43.7%
 
10.71428571 4 0.2%
 
14.28571429 3 0.2%
 
32.14285714 2 0.1%
 
155.6428571 2 0.1%
 
46.39285714 2 0.1%
 
7.107142857 2 0.1%
 
54.82142857 1 0.1%
 
64.50357143 1 0.1%
 
584.8446429 1 0.1%
 
Other values (864) 864 53.5%
 
(Missing) 28 1.7%
 

Minimum 5 values

ValueCountFrequency (%) 
0 705 43.7%
 
0.8903571429 1 0.1%
 
1.067857143 1 0.1%
 
1.789285714 1 0.1%
 
2.05 1 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3637.616786 1 0.1%
 
3635.701429 1 0.1%
 
3335.426071 1 0.1%
 
3292.765 1 0.1%
 
2470.335714 1 0.1%
 

Correlations

Missing values

Sample

First rows

ActBal_CAActBal_CCActBal_CLActBal_MFActBal_OVDActBal_SAAgeClientCount_CACount_CCCount_CLCount_MFCount_OVDCount_SARevenue_CCRevenue_CLRevenue_MFSale_CCSale_CLSale_MFSexTenureTransactionsCredTransactionsCred_CATransactionsDebTransactionsDeb_CATransactionsDeb_PaymentOrderTransactionsDebCash_CardTransactionsDebCashless_CardVolumeCredVolumeCred_CAVolumeDebVolumeDeb_CAVolumeDeb_PaymentOrderVolumeDebCash_CardVolumeDebCashless_Card
04.7107140.0000004291.9964290.0000000.00000.00000021.090910.01.00.01.00.0NaNNaNNaNNaNNaNNaNM274.03.08.07.04.01.00.0789.129643738.230000450.678571448.892857166.571429178.5714290.000000
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243.5232140.0000000.0000000.0000000.00000.00000049.085010.00.00.00.00.00.8939290.0000000.0000001.00.00.0F443.03.06.06.01.00.00.01392.4028571392.4028571226.3453571226.345357121.9285710.0000000.000000
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